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Projects

8 537 projects (0,231s) •

Project

Methods of statistical search for improving the efficiency of relational mechine learning algorithms (1P05ME755)

substantial increase in effectivity of algorithms of relational machine learning based on logic...

BB - Aplikovaná statistika, operační výzkum

  • 2005 - 2006
    • •
  • 149 tis. Kč
    • •
  • 149 tis. Kč
    • •
  • MŠMT
Project

Using gene ontologies and annotations for gene expression data interpretation through relational machine learning algorithms (ME 910)

of gene ontologies and annotations, using methods of relational machine learning and relational data mining. In particular, within the proposed 4 project years we aim at developing a platform for the relationa...

JD - Využití počítačů, robotika a její aplikace

  • 2007 - 2010
    • •
  • 596 tis. Kč
    • •
  • 368 tis. Kč
    • •
  • MŠMT
Project

Logic-based machine learning for genomic data analysis (KJB201210501)

In the current raise of interest in the research on gene relationship discovery from gene expression data by means of machine learning and data mining, logic-based relational machine learning (LBRML) algor...

IN - Informatika

  • 2005 - 2006
    • •
  • 286 tis. Kč
    • •
  • 286 tis. Kč
    • •
  • AV ČR
Project

Multilingual Machine Translation (GA18-24210S)

Machine translation (MT) has experienced a major paradigm shift in 2016 and now it builds upon methods of deep learning. Neural MT (NMT) improved translation quality of languages but also from less related data (e.g. German...

Linguistics

  • 2018 - 2022
    • •
  • 2 593 tis. Kč
    • •
  • 2 146 tis. Kč
    • •
  • GA ČR
Project

Generative Relational Models (GJ20-19104Y)

is the development of a proper theoretical foundation for learning generative relational models relational learning is very unsatisfactory. The second part is the development) to learn latent representati...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2020 - 2023
    • •
  • 7 082 tis. Kč
    • •
  • 7 082 tis. Kč
    • •
  • GA ČR
Project

Probabilistic Graphical Models and Deep Learning (GA16-05872S)

Machine learning is very popular today both in academia and industry, as part of artificial intelligence that actually "works". Graphical models and deep learning are two paradigms in machine learning that...

IN - Informatika

  • 2016 - 2018
    • •
  • 5 303 tis. Kč
    • •
  • 4 262 tis. Kč
    • •
  • GA ČR
Project

LeCoS merging machine LEarning and COnstraint Satisfaction (GA201/08/0509)

We propose to merge advanced techniques of two mature research fields: relational machine learning (RML) on one hand, and constraint satisfaction (CS) on the other hand. We have compelling reasons to believe that dramatic i...

IN - Informatika

  • 2008 - 2010
    • •
  • 1 938 tis. Kč
    • •
  • 1 938 tis. Kč
    • •
  • GA ČR
Project

Deep relational learning (GA17-26999S)

learning, and in particular on our recently proposed concept of Lifted RelationalWe propose to develop methods for deep learning from structured data such as graphs or relational-logic structures and background kn...

JD - Využití počítačů, robotika a její aplikace

  • 2017 - 2019
    • •
  • 5 125 tis. Kč
    • •
  • 4 369 tis. Kč
    • •
  • GA ČR
Project

Asset pricing, internet data, machine learning with natural language processing in the era of sustainable and decentralized finance with uncertainty (GA24-10008S)

improvements in their modelling with machine learning methods. These methods will allow us. We will use machine learning models to investigate cryptocurrency markets their role in asset pricing. We will use advan...

Finance

  • 2024 - 2026
    • •
  • 5 994 tis. Kč
    • •
  • 5 994 tis. Kč
    • •
  • GA ČR
Project

Bregman distances, divergences, and optimal algorithms for information retrieval, decisions and learning (GAP202/10/0618)

processing and machine learning.-divergences  and their applications in machine information processing. These criteria normalized to 1 and summarization of their mutual relations and properties for references in t...

IN - Informatika

  • 2010 - 2012
    • •
  • 1 050 tis. Kč
    • •
  • 1 050 tis. Kč
    • •
  • GA ČR
  • 1 - 10 out of 8 537